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required packages of - Flask==2.3.3, python-dotenv==1.0.0, requests==2.31.0, google-generativeai

This is just an experimentation of api integration of through flask applications and api integration in an confined interface and this had happened through - required ip network protocols

here the npm run dev and python app.py works same as they were both integrated to execute as one in app.py and package.json execution programming snippets where you can easily search to modify configurations

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Sample practice of AI API requests using network protocols, enabling access to model outputs and tool capabilities via structured formatting. Supports tools like canvas and local model integration, letting you configure and build custom AI systems with flexible workflows.

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